Machine Deep Learning CPU Linux Distro Tests Running pts/numpy-1.0.2, pts/caffe-1.2.0, pts/scikit-learn-1.0.0 via the Phoronix Test Suite. Ubuntu 16.04.1 LTS: Processor: Intel Xeon E5-2687W v3 @ 3.50GHz (20 Cores), Motherboard: MSI X99S SLI PLUS (MS-7885) v1.0, Chipset: Intel Xeon E7 v3/Xeon, Memory: 32768MB, Disk: 80GB INTEL SSDSCKGW08, Graphics: NVIDIA GeForce GTX 770 2048MB, Audio: Realtek ALC892, Monitor: DELL P2415Q, Network: Intel Connection OS: Ubuntu 16.04, Kernel: 4.4.0-38-generic (x86_64), Desktop: Unity 7.4.0, Display Server: X Server 1.18.3, Display Driver: nouveau 1.0.12, OpenGL: 4.1 Mesa 11.2.0 Gallium 0.4, Compiler: GCC 5.4.0 20160609, File-System: ext4, Screen Resolution: 1920x1080 Ubuntu 16.10 Beta 2: Processor: Intel Xeon E5-2687W v3 @ 3.50GHz (20 Cores), Motherboard: MSI X99S SLI PLUS (MS-7885) v1.0, Chipset: Intel Xeon E7 v3/Xeon, Memory: 32768MB, Disk: 80GB INTEL SSDSCKGW08, Graphics: LLVMpipe, Audio: Realtek ALC892, Network: Intel Connection OS: Ubuntu 16.10, Kernel: 4.8.0-17-generic (x86_64), Desktop: Unity 7.5.0, Display Server: X Server 1.18.4, Display Driver: nouveau 1.0.12, OpenGL: 3.3 Mesa 12.0.3 Gallium 0.4, Vulkan: 1.0.21, Compiler: GCC 6.2.0 20160914, File-System: ext4, Screen Resolution: 640x480 Clear Linux 10660: Processor: Intel Xeon E5-2687W v3 @ 3.10GHz (20 Cores), Motherboard: MSI X99S SLI PLUS (MS-7885) v1.0, Chipset: Intel Xeon E7 v3/Xeon, Memory: 32768MB, Disk: 80GB INTEL SSDSCKGW08, Graphics: NVIDIA GeForce GTX 770, Audio: Realtek ALC892, Network: Intel Connection OS: Clear Linux 10660, Kernel: 4.7.5-263.native (x86_64), Compiler: GCC 6.2.0 + Clang 3.9.0 + LLVM 3.9.0, File-System: ext4, Screen Resolution: 1024x768 Fedora 24: Processor: Intel Xeon E5-2687W v3 @ 3.50GHz (20 Cores), Motherboard: MSI X99S SLI PLUS (MS-7885) v1.0, Chipset: Intel Xeon E7 v3/Xeon, Memory: 32768MB, Disk: 80GB INTEL SSDSCKGW08, Graphics: NVIDIA GeForce GTX 770 2048MB, Audio: Realtek ALC892, Monitor: DELL P2415Q, Network: Intel Connection OS: Fedora 24, Kernel: 4.5.5-300.fc24.x86_64 (x86_64), Desktop: GNOME Shell 3.20.2, Display Driver: nouveau 1.0.12, OpenGL: 4.1 Mesa 11.2.1 (git-79b0e13) Gallium 0.4, Compiler: GCC 6.1.1 20160510, File-System: ext4, Screen Resolution: 3840x2160 openSUSE 20160927: Processor: Intel Xeon E5-2687W v3 @ 3.50GHz (20 Cores), Motherboard: MSI X99S SLI PLUS (MS-7885) v1.0, Chipset: Intel Xeon E7 v3/Xeon, Memory: 32768MB, Disk: 80GB INTEL SSDSCKGW08, Graphics: NVIDIA GeForce GTX 770 2048MB, Audio: Realtek ALC892, Monitor: DELL P2415Q, Network: Intel Connection OS: openSUSE 20160927, Kernel: 4.7.4-2-default (x86_64), Desktop: KDE Frameworks 5, Display Server: X Server 1.18.4, Display Driver: nouveau 1.0.13, OpenGL: 4.3 Mesa 12.0.3 Gallium 0.4, File-System: xfs, Screen Resolution: 3840x2160 Antergos 16.9-ROlling: Processor: Intel Xeon E5-2687W v3 @ 3.50GHz (20 Cores), Motherboard: MSI X99S SLI PLUS (MS-7885) v1.0, Chipset: Intel Xeon E7 v3/Xeon, Memory: 32768MB, Disk: 80GB INTEL SSDSCKGW08, Graphics: NVIDIA GeForce GTX 770 2048MB, Audio: Realtek ALC892, Monitor: DELL P2415Q, Network: Intel Connection OS: Antergos Linux 16.9-ISO-Rolling, Kernel: 4.7.5-1-ARCH (x86_64), Desktop: GNOME Shell 3.20.4, Display Driver: nouveau 1.0.13, Compiler: GCC 6.2.1 20160830, File-System: ext4, Screen Resolution: 3840x2160 machinelearning: Processor: Intel Core i7 640L @ 2.13GHz (4 Cores), Motherboard: HP 7008, Chipset: Intel Core DRAM, Memory: 4096MB, Disk: 250GB Samsung SSD 750, Graphics: Intel Core IGP, Audio: IDT 92HD75B3X5, Network: Intel 82577LM Gigabit Connection + Intel Centrino Advanced-N 6200 OS: LinuxMint 18, Kernel: 4.4.0-38-lowlatency (x86_64), Desktop: MATE 1.14.1, Display Server: X Server 1.18.3, Display Driver: intel 2.99.917, OpenGL: 2.1 Mesa 11.2.0, Compiler: GCC 5.4.0 20160609 + Clang 3.8.0-2ubuntu4, File-System: ext4, Screen Resolution: 1280x800 Numpy Benchmark Phoronix Test Suite v6.6.0 Nanoseconds < Lower Is Better Ubuntu 16.04.1 LTS .. 7232012 |================================================ Ubuntu 16.10 Beta 2 . 6683399 |============================================ Clear Linux 10660 ... 5614407 |===================================== Fedora 24 ........... 7191117 |================================================ openSUSE 20160927 ... 6481433 |=========================================== Caffe AlexNet 2016-06-11 Build: CPU AlexNet Milli-Seconds < Lower Is Better Ubuntu 16.04.1 LTS .. 430672 |================================================= Ubuntu 16.10 Beta 2 . 405999 |============================================== Clear Linux 10660 ... 83682 |========== Caffe AlexNet 2016-06-11 Build: CPU Googlenet Milli-Seconds < Lower Is Better Ubuntu 16.04.1 LTS .. 827275 |============================================= Ubuntu 16.10 Beta 2 . 896180 |================================================= Clear Linux 10660 ... 400067 |====================== Scikit-Learn 0.17.1 Phoronix Test Suite v6.6.0 Seconds < Lower Is Better Ubuntu 16.04.1 LTS .. 39.18 |========================== Ubuntu 16.10 Beta 2 . 40.90 |=========================== Clear Linux 10660 ... 19.04 |============= machinelearning ..... 75.61 |==================================================